{"id":"W1110520429","doi":"10.1103/physrevlett.115.046103","title":"Onset of Area-Dependent Dissipation in Droplet Spreading","year":2015,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Wetting; Dissipation; RADIUS; Relaxation (psychology); Materials science; Viscosity; Contact angle; Mechanics; Length scale; Wetting transition; Thermodynamics; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004412683,0.00009040211,0.0002820348,0.00002944962,0.00001438324,0.000012208,0.0001549791,0.000006978248,0.00007665312],"category_scores_gemma":[0.0001841466,0.00007388782,0.00005572424,0.0001584551,0.00005177295,0.0001264027,0.00003367963,0.00006475931,0.0001838781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006714904,"about_ca_system_score_gemma":0.00002329625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051829,"about_ca_topic_score_gemma":0.000007678033,"domain_scores_codex":[0.998969,0.0001521864,0.0002537592,0.0001915657,0.0002926086,0.0001408602],"domain_scores_gemma":[0.9994786,0.00007171829,0.00008879141,0.0002457959,0.00003444055,0.00008059816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001320784,0.0001639777,0.003873913,0.000229628,0.000002187449,0.000005341581,0.0005241838,0.0005515958,0.9920378,0.0001363249,0.001970585,0.0004912417],"study_design_scores_gemma":[0.002929087,0.0002711187,0.05152232,0.00646267,0.0001897941,0.00002620652,0.0003578495,0.02725174,0.8988142,0.00182561,0.008665677,0.001683724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996174,0.0005641819,0.0003678957,0.002405142,0.00008744451,0.0002005073,0.000009695938,0.00002074045,0.0001704134],"genre_scores_gemma":[0.9974928,0.0001728551,0.000132953,0.002132094,0.00002158422,0.00002425014,0.000009529887,0.000006718271,0.000007136873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09322361,"threshold_uncertainty_score":0.3013058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521591310984548,"score_gpt":0.3182130313362199,"score_spread":0.2629971182263744,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}